energized - Story 42676 | Emotion Vectors in Gemma4-31B

“Finally!” thought Mark, a grin stretching across his face. He felt like he could run a marathon. He shot up, his chair clattering to the floor. The stuffy office felt suddenly too small, too confining. This was his chance to reshape his project. He was going to revolutionize it all. He grabbed his whiteboard markers and began sketching out new ideas, his mind racing with a vibrant, almost manic energy. He was already planning a celebration, and he had so much to do.

Emotion: energized

Cluster: Positive / Joy

PC1 (Valence): 3.28 Positive

PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:

`de`	0.615
`la`	0.594
`!`	0.524
`(!)`	0.432
`!!`	0.412

Suppressed:

`S`	-0.606
`😞`	-0.479
`😔`	-0.445
`😢`	-0.360
`叹`	-0.343